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README.md

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census_example.py

census_example.py

 
 

census_example_v2.py

census_example_v2.py

 
 

census_example_v2_test.py

census_example_v2_test.py

 
 

dataset_tfxio_example.py

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dataset_tfxio_example_test.py

dataset_tfxio_example_test.py

 
 

local_model_server.py

local_model_server.py

 
 

sentiment.md

sentiment.md

 
 

sentiment_example_v2.py

sentiment_example_v2.py

 
 

sentiment_example_v2_test.py

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simple_example.py

simple_example.py

 
 

simple_example_test.py

simple_example_test.py

 
 

simple_sequence_example.py

simple_sequence_example.py

 
 

simple_sequence_example_test.py

simple_sequence_example_test.py

 
 

README.md

TensorFlow Transform Examples

Simple example

There's a minimal TFX example available in the GitHub repo.

Census income example

The Census income dataset is provided by the UCI Machine Learning Repository. This dataset contains both categorical and numeric data. See Get started with TensorFlow Transform for details.

Sentiment analysis example

Similar to the Census income example, but requires more extensive Apache Beam processing before tf.Transform is invoked. See the sentiment analysis for more information.